Ilya Mironov
RESEARCH SCIENTIST | MENLO PARK, UNITED STATES
Ilya is a Research Scientist at Facebook AI, currently working on privacy-preserving machine learning with a particular focus on differential privacy. Previously, he worked in Google Brain (2015–2019) and Microsoft Research Silicon Valley (2003–2014). He holds a Ph.D. in cryptography from Stanford.
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Ilya's Work
Ilya's Publications
April 26, 2023
CORE MACHINE LEARNING
SYSTEMS RESEARCH
Green Federated Learning
Kiwan Maeng, Ashkan Yousefpour, Ashish Shenoy, Carole-Jean Wu, Ilya Mironov, Mike Rabbat, Pierre Stock, Sayan Ghosh, Schalk Krüger, Shen Guo
April 26, 2023
August 08, 2022
RESEARCH
CORE MACHINE LEARNING
Opacus: User-Friendly Differential Privacy Library in PyTorch
Ashkan Yousefpour, Akash Bharadwaj, Alex Sablayrolles, Graham Cormode, Igor Shilov, Ilya Mironov, Jessica Zhao, John Nguyen, Karthik Prasad, Mani Malek, Sayan Ghosh
August 08, 2022
October 29, 2021
ML APPLICATIONS
Antipodes of Label Differential Privacy: PATE and ALIBI
Florian Tramer, Ilya Mironov, Igor Shilov, Karthik Prasad, Mani Malek
October 29, 2021
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